Name
Title | ||
|---|---|---|
Why Triangular Membership Functions Are Successfully Used in F-Transform Applications: A Global Explanation to Supplement the Existing Local Ones. |
Abstract | ||
|---|---|---|
The main ideas of F-transform came from representing expert rules. It would be therefore reasonable to expect that the more accurately the membership functions describe human reasoning, the more successful will be the corresponding F-transform formulas. We know that an adequate description of our reasoning corresponds to complicated membership functions-however, somewhat surprisingly, many successful applications of F-transform use the simplest possible triangular membership functions. There exist some explanations for this phenomenon, which are based on local behavior of the signal. In this paper, we supplement these local explanations by a global one: namely, we prove that triangular membership functions are the only one that provide the exact reconstruction of the appropriate global characteristic of the signal. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.3390/axioms8030095 | AXIOMS |
Keywords | DocType | Volume |
F-transform,triangular membership function,optimal global characteristic | Journal | 8 |
Issue | Citations | PageRank |
3 | 0 | 0.34 |
References | Authors | |
0 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Olga Kosheleva | 1 | 97 | 54.24 |
| Vladik Kreinovich | 2 | 1091 | 281.07 |
| Thach Ngoc Nguyen | 3 | 0 | 0.34 |